📰 Workshop on Noisy User-generated Text 2021: all accepted papers

56 papers · the most cited first · ← Workshop on Noisy User-generated Text 2021

1. Can images help recognize entities? A study of the role of images for Multimodal NER ↗Shuguang Chen, Gustavo Aguilar, Leonardo Neves et al.43 citations
2. Changes in Twitter geolocations: Insights and suggestions for future usage ↗Anna Kruspe, Matthias Häberle, Eike J. Hoffmann et al.30 citations
3. CIDEr-R: Robust Consensus-based Image Description Evaluation ↗Gabriel Oliveira dos Santos, Esther Luna Colombini, Sandra Avila27 citations
4. Detecting Cross-Geographic Biases in Toxicity Modeling on Social Media ↗Sayan Ghosh, Dylan Baker, David Jurgens et al.26 citations
5. MultiLexNorm: A Shared Task on Multilingual Lexical Normalization ↗Rob van der Goot, Alan Ramponi, Arkaitz Zubiaga et al.26 citations
6. BART for Post-Correction of OCR Newspaper Text ↗Elizabeth Soper, Stanley Fujimoto, Yen-Yun Yu21 citations
7. Description-based Label Attention Classifier for Explainable ICD-9 Classification ↗Malte Feucht, Zhiliang Wu, Sophia Althammer et al.18 citations
8. Understanding Model Robustness to User-generated Noisy Texts ↗Jakub Náplava, Martin Popel, Milan Straka et al.18 citations
9. BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets ↗Yanzhu Guo, Virgile Rennard, Christos Xypolopoulos et al.16 citations
10. Detecting Depression in Thai Blog Posts: a Dataset and a Baseline ↗Mika Hämäläinen, Pattama Patpong, Khalid Alnajjar et al.16 citations
11. Co-training for Commit Classification ↗Jian Yi David Lee, Hai Leong Chieu13 citations
12. Can Character-based Language Models Improve Downstream Task Performances In Low-Resource And Noisy Language Scenarios? ↗Arij Riabi, Benoît Sagot, Djamé Seddah12 citations
13. ÚFAL at MultiLexNorm 2021: Improving Multilingual Lexical Normalization by Fine-tuning ByT5 ↗David Samuel, Milan Straka11 citations
14. Improving Punctuation Restoration for Speech Transcripts via External Data ↗Xue-Yong Fu, Cheng Chen, Md Tahmid Rahman Laskar et al.10 citations
15. Mitigation of Diachronic Bias in Fake News Detection Dataset ↗Taichi Murayama, Shoko Wakamiya, Eiji Aramaki10 citations
16. Sequence-to-Sequence Lexical Normalization with Multilingual Transformers ↗Ana-Maria Bucur, Adrian Cosma, Liviu P. Dinu10 citations
17. Comparing Grammatical Theories of Code-Mixing ↗Adithya Pratapa, Monojit Choudhury9 citations
18. Integrating Transformers and Knowledge Graphs for Twitter Stance DetectionThomas Clark, Costanza Conforti, Fangyu Liu et al.9 citations · our summary
19. DreamDrug - A crowdsourced NER dataset for detecting drugs in darknet markets ↗Johannes Bogensperger, Sven Schlarb, Allan Hanbury et al.7 citations
20. Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks ↗Minh Tran Phu, Minh Van Nguyen, Thien Huu Nguyen7 citations
21. Robustness and Sensitivity of BERT Models Predicting Alzheimer's Disease from Text ↗Jekaterina Novikova7 citations
22. Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation ↗Yang Deng, Wenxuan Zhang, Wai Lam6 citations
23. Neural-based RST Parsing And Analysis In Persuasive Discourse ↗Jinfen Li, Lu Xiao6 citations
24. The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts ↗Sangah Lee, Hyopil Shin6 citations
25. “Something Something Hota Hai!” An Explainable Approach towards Sentiment Analysis on Indian Code-Mixed Data ↗Aman Priyanshu, Aleti Vardhan, Sudarshan Sivakumar et al.6 citations
26. A Text Editing Approach to Joint Japanese Word Segmentation, POS Tagging, and Lexical Normalization ↗Shohei Higashiyama, Masao Utiyama, Taro Watanabe et al.5 citations
27. Character Transformations for Non-Autoregressive GEC Tagging ↗Milan Straka, Jakub Náplava, Jana Straková5 citations
28. Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair Prediction ↗Shubhanshu Mishra, Aria Haghighi5 citations
29. Multilingual Sequence Labeling Approach to solve Lexical Normalization ↗Divesh Kubal, Apurva Nagvenkar5 citations
30. Noisy UGC Translation at the Character Level: Revisiting Open-Vocabulary Capabilities and Robustness of Char-Based Models ↗José Carlos Rosales Núñez, Guillaume Wisniewski, Djamé Seddah5 citations
31. Perceived and Intended Sarcasm Detection with Graph Attention NetworksJoan Plepi, Lucie Flek5 citations · our summary
32. Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text ↗Heereen Shim, Dietwig Lowet, Stijn Luca et al.5 citations
33. Detection of Puffery on the English Wikipedia ↗Amanda Bertsch, Steven Bethard4 citations
34. Does It Happen? Multi-hop Path Structures for Event Factuality Prediction with Graph Transformer NetworksDuong Le, Thien Huu Nguyen4 citations · our summary
35. Google-trickers, Yaminjeongeum, and Leetspeak: An Empirical Taxonomy for Intentionally Noisy User-Generated Text ↗Won Ik Cho, Soomin Kim4 citations
36. Hierarchical Character Tagger for Short Text Spelling Error Correction ↗Mengyi Gao, Canran Xu, Peng Shi4 citations
37. Improved Named Entity Recognition for Noisy Call Center Transcripts ↗Sam Davidson, Jordan Hosier, Yu Zhou et al.4 citations
38. NADE: A Benchmark for Robust Adverse Drug Events Extraction in Face of Negations ↗Simone Scaboro, Beatrice Portelli, Emmanuele Chersoni et al.4 citations
39. Study of Manifestation of Civil Unrest on Twitter ↗Abhinav Chinta, Jingyu Zhang, Alexandra DeLucia et al.4 citations
40. Text Simplification for Comprehension-based Question-Answering ↗Tanvi Dadu, Kartikey Pant, Seema Nagar et al.4 citations
41. Finding the needle in a haystack: Extraction of Informative COVID-19 Danish Tweets ↗Benjamin Olsen, Barbara Plank3 citations
42. Keyphrase Extraction with Incomplete Annotated Training Data ↗Yanfei Lei, Chunming Hu, Guanghui Ma et al.3 citations
43. Knowledge Distillation with Noisy Labels for Natural Language Understanding ↗Shivendra Bhardwaj, Abbas Ghaddar, Ahmad Rashid et al.3 citations
44. CL-MoNoise: Cross-lingual Lexical Normalization ↗Rob van der Goot2 citations
45. Coping with Noisy Training Data Labels in Paraphrase Detection ↗Teemu Vahtola, Mathias Creutz, Eetu Sjöblom et al.2 citations
46. ParsTwiNER: A Corpus for Named Entity Recognition at Informal Persian ↗MohammadMahdi Aghajani, AliAkbar Badri, Hamid Beigy2 citations
47. Sesame Street to Mount Sinai: BERT-constrained character-level Moses models for multilingual lexical normalization ↗Yves Scherrer, Nikola Ljubešić2 citations
48. SpanAlign: Efficient Sequence Tagging Annotation Projection into Translated Data applied to Cross-Lingual Opinion Mining ↗Léo Jacqmin, Gabriel Marzinotto, Justyna Gromada et al.2 citations
49. Understanding the Impact of UGC Specificities on Translation Quality ↗José Carlos Rosales Núñez, Djamé Seddah, Guillaume Wisniewski2 citations
50. Common Sense Bias in Semantic Role Labeling ↗Heather Lent, Anders Søgaard1 citation
51. A Novel Framework for Detecting Important Subevents from Crisis Events via Dynamic Semantic Graphs ↗Evangelia Spiliopoulou, Tanay Kumar Saha, Joel Tetreault et al.
52. ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation ↗Mostafa Mirshekari, Jing Gu, Aaron Sisto
53. Contrapositive Local Class Inference ↗Omid Kashefi, Rebecca Hwa
54. Intrinsic evaluation of language models for code-switching ↗Sik Feng Cheong, Hai Leong Chieu, Jing Lim
55. PoliWAM: An Exploration of a Large Scale Corpus of Political Discussions on WhatsApp Messenger ↗Vivek Srivastava, Mayank Singh
56. To What Extent Does Lexical Normalization Help English-as-a-Second Language Learners to Read Noisy English Texts? ↗Yo Ehara

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